{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 3.1 WENO-5 Scheme\n",
    "\n",
    "Equition 40\n",
    "$$\\beta_2 = \\frac{13}{12}(u_i-2u_{i+1}+u_{i+2})^2 + \\frac{1}{4}(3u_i - 4u_{i+1}+u_{i+2})^2$$"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "from weno5_scheme import weno5_reconstruction\n",
    "from rk3 import rk3\n",
    "\n",
    "ghost_cells_n = 2\n",
    "\n",
    "x_l, x_r, t = 0, 1, 0.25\n",
    "nx = 200\n",
    "dt = 0.0001\n",
    "dx = (x_r - x_l) / nx\n",
    "nt = int(t / dt)\n",
    "\n",
    "# u[-2, -1, 0, 1, 2, ... N, N+1, N+2]\n",
    "u = np.zeros((nt + 1, nx + 1 + 2 * ghost_cells_n))\n",
    "x = np.linspace(x_l - ghost_cells_n * dx, x_r + ghost_cells_n * dx, nx + 1 + 2 * ghost_cells_n)\n",
    "\n",
    "u[0, :] = np.sin(2 * np.pi * x)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "def right_hand_side(u0):\n",
    "    \n",
    "    rhs_buffer = np.zeros(nx-1)\n",
    "    \n",
    "    uL, uR = np.zeros(nx), np.zeros(nx)\n",
    "    \n",
    "    for i in range(nx):\n",
    "        value = (u0[i], u0[i+1], u0[i+2], u0[i+3], u0[i+4])\n",
    "        uL[i] = weno5_reconstruction(value)\n",
    "    for i in range(nx):\n",
    "        value = (u0[i+5], u0[i+4], u0[i+3], u0[i+2], u0[i+1])\n",
    "        uR[i] = weno5_reconstruction(value)\n",
    "        \n",
    "    for i in range(nx-1):\n",
    "        if u0[i+ghost_cells_n+1] > 0:\n",
    "            rhs_buffer[i] = -u0[i+ghost_cells_n+1] * (uL[i+1] - uL[i]) / dx\n",
    "        else:\n",
    "            rhs_buffer[i] = -u0[i+ghost_cells_n+1] * (uR[i+1] - uR[i]) / dx\n",
    "            \n",
    "    return rhs_buffer"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Dirichlet boundary"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "# for Dirichlet boundary\n",
    "def update_ghost_cells(buffer):\n",
    "    buffer[0], buffer[1], buffer[2] = 3 * buffer[ghost_cells_n] - 2 * buffer[ghost_cells_n+1], 2 * buffer[ghost_cells_n] - buffer[ghost_cells_n+1], 0\n",
    "    buffer[-1], buffer[-2], buffer[-3] = 3 * buffer[nx+ghost_cells_n] - 2 * buffer[nx+ghost_cells_n-1], 2 * buffer[nx+ghost_cells_n] - buffer[nx+ghost_cells_n-1], 0"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "intermediate = np.zeros_like(x)\n",
    "to_update_slice = slice(ghost_cells_n+1, nx+ghost_cells_n)\n",
    "\n",
    "for i in range(1, nt+1):\n",
    "    \n",
    "    buffer = right_hand_side(u[i-1])\n",
    "    intermediate[to_update_slice] = rk3(1, u[i-1, to_update_slice], buffer, dt, None)\n",
    "    update_ghost_cells(intermediate)\n",
    "    \n",
    "    buffer = right_hand_side(intermediate)\n",
    "    intermediate[to_update_slice] = rk3(2, u[i-1, to_update_slice], buffer, dt, intermediate[to_update_slice])\n",
    "    update_ghost_cells(intermediate)\n",
    "    \n",
    "    buffer = right_hand_side(intermediate)\n",
    "    intermediate[to_update_slice] = rk3(3, u[i-1, to_update_slice], buffer, dt, intermediate[to_update_slice])\n",
    "    update_ghost_cells(intermediate)\n",
    "    \n",
    "    u[i] = intermediate"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
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\n",
      "text/plain": [
       "<Figure size 600x400 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "ts = np.linspace(0.025, 0.25, 10)\n",
    "plt.figure(figsize=(6, 4), dpi=100)\n",
    "for i, t_stamp in enumerate(ts):\n",
    "    index = int(t_stamp / dt)\n",
    "    plt.plot(x, u[index], linewidth=0.8, label=\"t=\"+format(t_stamp, \".4f\"))\n",
    "plt.legend(fontsize=7)\n",
    "plt.ylabel(\"$x$\")\n",
    "plt.ylabel(\"$u$\")\n",
    "plt.tight_layout()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Periodic boundary"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "# for periodic boundary\n",
    "def update_ghost_cells(buffer):\n",
    "    buffer[0], buffer[1], buffer[2] = buffer[nx], buffer[nx+1], 0\n",
    "    buffer[-1], buffer[-2], buffer[-3] = buffer[2*ghost_cells_n], buffer[2*ghost_cells_n-1], 0"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "intermediate = np.zeros_like(x)\n",
    "to_update_slice = slice(ghost_cells_n+1, nx+ghost_cells_n)\n",
    "\n",
    "for i in range(1, nt+1):\n",
    "    \n",
    "    buffer = right_hand_side(u[i-1])\n",
    "    intermediate[to_update_slice] = rk3(1, u[i-1, to_update_slice], buffer, dt, None)\n",
    "    update_ghost_cells(intermediate)\n",
    "    \n",
    "    buffer = right_hand_side(intermediate)\n",
    "    intermediate[to_update_slice] = rk3(2, u[i-1, to_update_slice], buffer, dt, intermediate[to_update_slice])\n",
    "    update_ghost_cells(intermediate)\n",
    "    \n",
    "    buffer = right_hand_side(intermediate)\n",
    "    intermediate[to_update_slice] = rk3(3, u[i-1, to_update_slice], buffer, dt, intermediate[to_update_slice])\n",
    "    update_ghost_cells(intermediate)\n",
    "    \n",
    "    u[i] = intermediate"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 600x400 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "ts = np.linspace(0.025, 0.25, 10)\n",
    "plt.figure(figsize=(6, 4), dpi=100)\n",
    "for i, t_stamp in enumerate(ts):\n",
    "    index = int(t_stamp / dt)\n",
    "    plt.plot(x, u[index], linewidth=0.8, label=\"t=\"+format(t_stamp, \".4f\"))\n",
    "plt.legend(fontsize=7)\n",
    "plt.ylabel(\"$x$\")\n",
    "plt.ylabel(\"$u$\")\n",
    "plt.tight_layout()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "gpytorch",
   "language": "python",
   "name": "gpytorch"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
